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Contents
1
Models
2
Techniques & Coding
3
Frameworks
3.1
TensorFlow
4
Platforms: Machine Learning as a Service (MLaaS)
4.1
Amazon AWS
4.2
Microsoft Azure
4.3
Google Cloud AI
5
Now & Our Future
6
Other
Models
Deep Neural Networks
Convolutional Neural Networks
Recurrent Neural Networks (RNN) and Long Short-Term Memory (LSTM)
Generative Adversarial Networks (GANs)
Techniques & Coding
Activation Mechanisms
Backpropagation
Python
Keras
Competitions
Frameworks
Frameworks Overview
TensorFlow
TensorFlow Tutorials
TensorFlow.js
*
Platforms: Machine Learning as a Service (MLaaS)
Service Capabilities
Other Platforms
Amazon AWS
With TensorFlow
SageMaker Tutorials
AmazonML
Microsoft Azure
With TensorFlow
ML Studio
Cognitive Services
Google Cloud AI
With TensorFlow
ML Engine
Prediction API
Now & Our Future
Current State
*
Industries
*
Research & Development
*
Journey to Singularity
*
Other
Courses
History of AI
Creatives
The Deep Learning AI Playbook: Strategy for Disruptive Artificial Intelligence | Carlos E Perez
Business-Centric Methodology
Getting Started
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